Network Meta-Analysis of Multiple Outcomes: A Simulation Study and Application

Network Meta-Analysis of Multiple Outcomes: A Simulation Study and Application

The usefulness of a multivariate approach to compare treatments in the context of pairwise meta-analysis has been widely demonstrated in the literature. However, this approach has not yet been considered for multiple treatment comparisons. We believe that extending such methodology to network meta-a...

Повний опис

Бібліографічні деталі
Автори:	F Achana, P Dequen, L Gray, NJ Cooper, KR Abrams, RK Owen
Формат:	Conference item
Мова:	English
Опубліковано:	Elsevier 2013

Схожі ресурси

Methods for the inclusion of real-world evidence in network meta-analysis
за авторством: David A. Jenkins, та інші
Опубліковано: (2021-10-01)

Extending methods for investigating the relationship between treatment effect and baseline risk from pairwise meta-analysis to network meta-analysis
за авторством: Felix A Achana, та інші
Опубліковано: (2012)

Multivariate network meta-analysis incorporating class effects
за авторством: Rhiannon K. Owen, та інші
Опубліковано: (2020-07-01)

A bootstrapping approach for generating an inverse distance weight matrix when multiple observations have an identical location in large health surveys
за авторством: Kim, S, та інші
Опубліковано: (2019)

A Bayesian approach to discrete multiple outcome network meta-analysis.
за авторством: Rebecca Graziani, та інші
Опубліковано: (2020-01-01)

A Journey to the Brink of India’s Legal Landscape: Jammu and Kashmir’s Relationship with the Indian Union
за авторством: Jean-Philippe Dequen
Опубліковано: (2018-01-01)

Justice for Muslim Women in India: the sinuous path of the All India Muslim Women Personal Law Board1
за авторством: Jean-Philippe Dequen
Опубліковано: (2015-12-01)

A decision analytic model to investigate the cost-effectiveness of poisoning prevention practices in households with young children
за авторством: Achana, F, та інші
Опубліковано: (2016)

The Kilim plot: a tool for visualizing network meta-analysis results for multiple outcomes
за авторством: Seo, M, та інші
Опубліковано: (2020)

Sedentary time in adults and the association with diabetes, cardiovascular disease and death: systematic review and meta-analysis
за авторством: Wilmot, EG, та інші
Опубліковано: (2012)

Hierarchical network meta-analysis models for synthesis of evidence from randomised and non-randomised studies
за авторством: Humaira Hussein, та інші
Опубліковано: (2023-04-01)

The inclusion of real world evidence in clinical development planning
за авторством: Reynaldo Martina, та інші
Опубліковано: (2018-08-01)

Economic outcomes associated with deep surgical site infection in patients with an open fracture of the lower limb
за авторством: Parker, B, та інші
Опубліковано: (2018)

Estimating and visualising the trade-off between benefits and harms on multiple clinical outcomes in network meta-analysis
за авторством: Virginia Chiocchia, та інші
Опубліковано: (2023-11-01)

An exploration of synthesis methods in public health evaluations of interventions concludes that the use of modern statistical methods would be beneficial
за авторством: Achana, F, та інші
Опубліковано: (2014)

Application of bivariate meta-analytic approach for pooling effect measures of correlated multiple outcomes in medical research
за авторством: Deepthy M.S., та інші
Опубліковано: (2022-05-01)

Outcome-sensitive multiple imputation: a simulation study
за авторством: Evangelos Kontopantelis, та інші
Опубліковано: (2017-01-01)

Methods for multiple outcome meta-analysis of gene-expression data
за авторством: Konstantina E. Vennou, та інші
Опубліковано: (2020-01-01)

Multiple Linear Regression Model Based on Neural Network and Its Application in the MBR Simulation
за авторством: Chunqing Li, та інші
Опубліковано: (2012-01-01)

Meta-regression models to address heterogeneity and inconsistency in network meta-analysis of survival outcomes
за авторством: Jansen Jeroen P, та інші
Опубліковано: (2012-10-01)

Maternal multiple micronutrient supplementation and pregnancy outcomes in developing countries: meta-analysis and meta-regression
за авторством: Kosuke Kawai, та інші

Multiple social network influences can generate unexpected environmental outcomes
за авторством: J. Yletyinen, та інші
Опубліковано: (2021-05-01)

Development and design validation of a novel network meta-analysis presentation tool for multiple outcomes: a qualitative descriptive study
за авторством: Lehana Thabane, та інші
Опубліковано: (2022-06-01)

Selenium intake and multiple health-related outcomes: an umbrella review of meta-analyses
за авторством: Puze Wang, та інші
Опубліковано: (2023-09-01)

Joint synthesis of multiple correlated outcomes in networks of interventions.
за авторством: Efthimiou, O, та інші
Опубліковано: (2015)

The effects of care bundles on patient outcomes: a systematic review and meta-analysis
за авторством: Jacqueline F. Lavallée, та інші
Опубліковано: (2017-11-01)

Exploratory Network Meta Regression Analysis of Stroke Prevention in Atrial Fibrillation Fails to Identify Any Interactions with Treatment Effect.
за авторством: Sarah Batson, та інші
Опубліковано: (2016-01-01)

Multivariate meta-analysis of multiple outcomes: characteristics and predictors of borrowing of strength from Cochrane reviews
за авторством: Miriam Hattle, та інші
Опубліковано: (2022-07-01)

Third-Year Emergency Medicine Multiple-Patient Simulation
за авторством: Joseph Turner, та інші
Опубліковано: (2014-11-01)

Multinomial network meta-analysis using response rates: relapsed/refractory multiple myeloma treatment rankings differ depending on the choice of outcome
за авторством: Chrissy H. Y. van Beurden-Tan, та інші
Опубліковано: (2022-05-01)

A methodological framework for assessing agreement between cost-effectiveness outcomes estimated using alternative sources of data on treatment costs and effects for trial-based economic evaluations.
за авторством: Achana, F, та інші
Опубліковано: (2017)

Network meta-analysis of multiple doses of vonoprazan for the treatment of erosive esophagitis
за авторством: Jie He, та інші
Опубліковано: (2023-07-01)

Network meta-analysis for an ordinal outcome when outcome categorization varies across trials
за авторством: Paul Morris, та інші
Опубліковано: (2024-05-01)

Effect modification in network meta-analyses for relapsed/refractory multiple myeloma: systematic review and meta-analysis
за авторством: Atle Fretheim, та інші
Опубліковано: (2023-08-01)

Systematic review and meta-analysis: outcomes of routine specialist mental health care for young people with depression and/or anxiety
за авторством: Bear, HA, та інші
Опубліковано: (2019)

Real-World Treatment Patterns and Clinical Outcomes among Patients Receiving CDK4/6 Inhibitors for Metastatic Breast Cancer in a Canadian Setting Using AI-Extracted Data
за авторством: Ruth Moulson, та інші
Опубліковано: (2024-04-01)

Applying Trial Emulation Methods to Population-Scale Linked Electronic Health Records for Individuals with Multiple Long-Term Conditions Whilst Adjusting for Informative Observations
за авторством: Keith Abrams, та інші
Опубліковано: (2024-09-01)

Modelling The Effects of Multi-Indication Treatment for Multiple Long-Term Conditions Using Population-Scale Linked Electronic Health Records To Inform Healthcare Policy
за авторством: Rhiannon Owen, та інші
Опубліковано: (2024-09-01)

Modelling longitudinal binary outcomes with outcome dependent observation times: an application to a malaria cohort study
за авторством: Adelino Martins, та інші
Опубліковано: (2022-12-01)

Prediction of cardiovascular outcomes with machine learning techniques: application to the Cardiovascular Outcomes in Renal Atherosclerotic Lesions (CORAL) study
за авторством: Chen T, та інші
Опубліковано: (2019-03-01)